CN115951338A - A method and system for calibrating DTOF lidar - Google Patents
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Abstract
Description
技术领域technical field
本发明涉及激光测距技术领域,更具体地,是涉及一种DTOF激光雷达标定的方法及系统。The present invention relates to the technical field of laser ranging, and more specifically, relates to a method and system for DTOF laser radar calibration.
背景技术Background technique
激光雷达是机器人的导航传感器,对于DTOF雷达,其激光器发射激光脉冲,并由计时器记录下发射的时间;回返光经接收器接收,并由计时器记录下回返的时间。两个时间相减即得到了光的“飞行时间”,而光速是一定的,因此在已知速度和时间后很容易就可以计算出距离L=光速C*飞行时间T/2。但是其受器件影响,特别是激光的发射时间,受到器件传输时间延时和温度影响,会很难测量准确,所以需要找到一个参考位置点,保证测距准确性。Lidar is the navigation sensor of the robot. For DTOF radar, its laser emits laser pulses, and the timer records the emission time; the return light is received by the receiver, and the timer records the return time. The "flight time" of light is obtained by subtracting the two times, and the speed of light is constant, so it is easy to calculate the distance L=light speed C*flight time T/2 after the speed and time are known. However, it is affected by the device, especially the laser emission time, which is affected by the device transmission time delay and temperature, and it will be difficult to measure accurately. Therefore, it is necessary to find a reference position point to ensure the accuracy of ranging.
目前DTOF激光雷达记录激光发射时间一般有两种方式,第一种是使用两个接收器件,一个是参考接收,一个是主接收,参考接收和发射上光路相通,当发射激光时参考接收被触发,形成开始发射时间点;另一种是使用电路反馈,发射激光,激光器发射驱动电路部分电压会发生变化,输入到TDC作为起始时间,这两者一种需要增加参考接收器件,成本较高,另一种需要使用驱动反馈会受器件温漂影响,所以上述两种方式都存在一定的不足。At present, there are generally two ways for DTOF lidar to record the laser emission time. The first one is to use two receiving devices, one is the reference receiver and the other is the main receiver. , to form the start time point of emission; the other is to use circuit feedback to emit laser, and the voltage of the laser emission drive circuit will change, which is input to TDC as the start time. One of the two needs to increase the reference receiving device, and the cost is higher , the other requires the use of drive feedback and will be affected by device temperature drift, so the above two methods have certain deficiencies.
发明内容Contents of the invention
为了解决上述不足,本发明首先提出一种DTOF激光雷达标定的方法,该方法能够准确记录激光器的发射时间点,避免器件受到温度的影响。In order to solve the above shortcomings, the present invention first proposes a DTOF lidar calibration method, which can accurately record the laser emission time point and avoid the device being affected by temperature.
本发明还提出一种DTOF激光雷达标定的系统。The invention also proposes a DTOF lidar calibration system.
为了实现上述目的,本发明的技术方案为:In order to achieve the above object, the technical solution of the present invention is:
一种DTOF激光雷达标定的方法,其实现步骤为:A method of DTOF laser radar calibration, its implementation steps are:
(1)加设防护外罩:在距离DTOF激光雷达距离为R处添加一个防护外罩;(1) Add a protective cover: add a protective cover at a distance of R from the DTOF lidar;
(2)获取基准信号及目标位信号:DTOF激光雷达发射激光脉冲,光子探测器探测获得并存储防护外罩及目标位置的反射信号作为一个基准信号T1和目标位置信号T2;(2) Obtain the reference signal and target position signal: DTOF laser radar emits laser pulses, and the photon detector detects and stores the reflection signal of the protective cover and the target position as a reference signal T1 and target position signal T2;
(3)计算获得目标物实际距离:基于激光雷达的TDC一个单位时间差距离分辨率LSB,采用下式计算获得目标物实际距离,完成标定;L=(T2-T1)*LSB+R。(3) Calculate and obtain the actual distance of the target object: Based on the TDC of the laser radar, the distance resolution per unit time difference is LSB, and the following formula is used to calculate the actual distance of the target object and complete the calibration; L=(T2-T1)*LSB+R.
具体的,本标定方式是在DTOF激光雷达外添加一个防护外罩,发射激光后,会有一定的光被罩子反射回来,会在直方图上的近端形成一个峰值,系统使用这个罩子的反射信号作为一个基准信号,将这个峰值和实际距离对应,就可以得到一个直方图的峰值位置和距离的对应关系,后续的实际测距峰值T2和这个峰值T1做差值,再乘以直方图的距离单位加上罩子的半径,就可以得到测距的实际值,完成标定。Specifically, this calibration method is to add a protective cover outside the DTOF lidar. After the laser is emitted, a certain amount of light will be reflected back by the cover, which will form a peak at the near end of the histogram. The system uses the reflected signal of the cover As a reference signal, by corresponding the peak value with the actual distance, you can get the corresponding relationship between the peak position and the distance of a histogram, and the difference between the subsequent actual ranging peak value T2 and this peak value T1 is multiplied by the distance of the histogram The actual value of the distance measurement can be obtained by adding the radius of the cover to the unit, and the calibration is completed.
优选的,所述步骤(2)中获取基准信号及目标位信号具体是:激光雷达发射激光后,光子探测器采集并存储光子数和对应时间,生成飞行时间直方图,分析得到直方图中光子数为第一、二的峰值分别作为防护外罩及目标位置的反射信号并存储。Preferably, obtaining the reference signal and the target position signal in the step (2) is specifically: after the laser radar emits laser light, the photon detector collects and stores the number of photons and the corresponding time, generates a time-of-flight histogram, and analyzes the photon in the histogram The first and second peaks are respectively used as reflection signals of the protective cover and the target position and stored.
优选的,所述分析得到直方图中光子数为第一、二的峰值分别作为防护外罩及目标位置的反射信号并存储,其寻峰方式是根据飞行时间直方图进行滤波,得到滤波后的直方图;对直方图寻峰,得到第一、二的峰值对应的光子飞行时间T1和T2。Preferably, the first and second peaks with the number of photons in the histogram obtained from the analysis are respectively stored as reflection signals of the protective cover and the target position, and the peak finding method is to filter according to the time-of-flight histogram to obtain the filtered histogram Figure: Find the peaks of the histogram, and get the photon flight times T1 and T2 corresponding to the first and second peaks.
优选的,所述光子探测器为SiPM探测器、APD探测器、SPAD探测器中的一种。Preferably, the photon detector is one of SiPM detector, APD detector and SPAD detector.
一种DTOF激光雷达标定的系统,包括:激光发射器、处理器、光子探测器、时间数字转换器TDC和存储器,所述激光发射器、TDC和存储器与所述处理器连接,所述光子探测器连接TDC;A system for DTOF lidar calibration, comprising: a laser transmitter, a processor, a photon detector, a time-to-digital converter TDC and a memory, the laser transmitter, the TDC and the memory are connected to the processor, and the photon detection Connector to TDC;
所述处理器,用于控制激光发射器向目标物体周期性发射激光脉冲;所述处理器,还用于根据光子数和对应时间保存生成的直接飞行时间直方图,根据直方图进行寻峰操作,得到第一、二的峰值对应的光子飞行时间;The processor is used to control the laser transmitter to periodically emit laser pulses to the target object; the processor is also used to save the generated direct time-of-flight histogram according to the number of photons and corresponding time, and perform peak-seeking operations according to the histogram , get the photon flight time corresponding to the first and second peaks;
所述光子探测器,用于探测光子,所述光子来自所述目标物体所在的场景;The photon detector is used to detect photons, and the photons are from the scene where the target object is located;
所述TDC,用于记录所述光子探测器探测到的光子飞行时间;The TDC is used to record the time-of-flight of photons detected by the photon detector;
所述存储器,用于根据处理器的控制来保存光子的飞行时间。The memory is used to save the flight time of the photon according to the control of the processor.
一种计算机设备,包括存储器和处理器,存储器存储有计算机程序,所述处理器执行计算机程序时实现所述的DTOF激光雷达标定的方法。A computer device includes a memory and a processor, the memory stores a computer program, and the processor implements the DTOF laser radar calibration method when executing the computer program.
一种计算机可读存储介质,其上存储有计算机程序,所述计算机程序被处理器执行时实现所述的DTOF激光雷达标定的方法。A computer-readable storage medium, on which a computer program is stored, and when the computer program is executed by a processor, the described method for DTOF lidar calibration is realized.
与现有技术相比,本发明的有益效果是:Compared with prior art, the beneficial effect of the present invention is:
本发明是利用雷达外罩完成了DTOF激光雷达的距离计算标定,没有硬件成本增加且标定不随温度和时间长后器件衰减的变化。本发明的标定方法具有过程方便、简洁,容易实施的特点。The invention uses the radar cover to complete the distance calculation and calibration of the DTOF laser radar, without increasing the hardware cost, and the calibration does not change with the temperature and the attenuation of the device after a long time. The calibration method of the invention has the characteristics of convenient, concise and easy implementation.
附图说明Description of drawings
图1为DTOF激光雷达标定的方法的简易示图。Figure 1 is a simplified diagram of the calibration method of DTOF lidar.
图2为采用DTOF激光雷达标定的方法获得的直方图。Figure 2 is a histogram obtained by using the DTOF lidar calibration method.
图3为采用DTOF激光雷达标定的方法获得的直方图拟合FIT示意图。Figure 3 is a schematic diagram of the histogram fitting FIT obtained by using the DTOF lidar calibration method.
图4为DTOF激光雷达标定的方法的实现流程图。FIG. 4 is a flow chart of the implementation of the method for DTOF lidar calibration.
图5为DTOF接收SOC结构示意图。FIG. 5 is a schematic diagram of a DTOF receiving SOC structure.
具体实施方式Detailed ways
下面结合附图和具体实施方式对本发明作进一步描述。The present invention will be further described below in conjunction with the accompanying drawings and specific embodiments.
如图1-4,一种DTOF激光雷达标定的方法,其实现步骤为:As shown in Figure 1-4, a DTOF lidar calibration method, the implementation steps are:
(1)加设防护外罩:在距离DTOF激光雷达距离为R处添加一个防护外罩;(1) Add a protective cover: add a protective cover at a distance of R from the DTOF lidar;
(2)取基准信号及目标位信号:DTOF激光雷达发射激光脉冲,光子探测器探测获得并存储防护外罩及目标位置的反射信号作为一个基准信号T1和目标位置信号T2;(2) Take the reference signal and target position signal: DTOF laser radar emits laser pulses, and the photon detector detects and stores the reflected signal of the protective cover and the target position as a reference signal T1 and target position signal T2;
(3)计算获得目标物实际距离:基于激光雷达的TDC一个单位时间差距离分辨率LSB,采用下式计算获得目标物实际距离,完成标定;L=(T2-T1)*LSB+R。(3) Calculate and obtain the actual distance of the target object: Based on the TDC of the laser radar, the distance resolution per unit time difference is LSB, and the following formula is used to calculate the actual distance of the target object and complete the calibration; L=(T2-T1)*LSB+R.
本标定方式是在DTOF激光雷达外添加一个防护外罩,发射激光后,会有一定的光被罩子反射回来,会在直方图上的近端形成一个峰值,系统使用这个罩子的反射信号作为一个基准信号,将这个峰值和实际距离对应,就可以得到一个直方图的峰值位置和距离的对应关系,后续的实际测距峰值T2和这个峰值T1做差值,再乘以直方图的距离单位加上罩子的半径,就可以得到测距的实际值,完成标定。This calibration method is to add a protective cover outside the DTOF lidar. After the laser is emitted, a certain amount of light will be reflected back by the cover, which will form a peak at the near end of the histogram. The system uses the reflected signal of the cover as a reference Signal, by corresponding the peak value with the actual distance, you can get the corresponding relationship between the peak position and the distance of a histogram, and then make the difference between the actual ranging peak value T2 and this peak value T1, and then multiply it by the distance unit of the histogram plus The radius of the cover can be used to obtain the actual value of the distance measurement and complete the calibration.
在本实施例中,步骤(2)中获取基准信号及目标位信号具体是:激光雷达发射激光后,光子探测器采集并存储光子数和对应时间,生成飞行时间直方图,分析得到直方图中光子数为第一、二的峰值分别作为防护外罩及目标位置的反射信号并存储。In this embodiment, the acquisition of the reference signal and the target position signal in step (2) is specifically: after the laser radar emits laser light, the photon detector collects and stores the number of photons and the corresponding time, generates a time-of-flight histogram, and analyzes the histogram to obtain The peaks with the number of photons being the first and second are respectively used as reflection signals of the protective cover and the target position and stored.
在本实施例中,所述分析得到直方图中光子数为第一、二的峰值分别作为防护外罩及目标位置的反射信号并存储,其寻峰方式是根据飞行时间直方图进行滤波,得到滤波后的直方图;对直方图寻峰,得到第一、二的峰值对应的光子飞行时间T1和T2。In this embodiment, the peaks with the first and second photon numbers in the histogram obtained from the analysis are respectively stored as reflection signals of the protective cover and the target position, and the peak finding method is to filter according to the time-of-flight histogram to obtain the filtered The final histogram; find the peak of the histogram to obtain the photon flight times T1 and T2 corresponding to the first and second peaks.
本方案DTOF激光雷达有外罩,PCB上有处理器,也有存储器,开始工作后激光发射器开始发射,TDC开始计时,多次发射后会形成直方图,直方图存储在接收芯片内部,处理器MCU或者DSP通过时间相关单光子计数(TCSPC)技术开始寻找第一个雷达外罩峰值T1,并且存储记录下来,后寻找目标位反射的峰值T2,雷达外罩的半径是R,LSB是激光雷达TDC的最小分辨率,所以得到目标物实际距离L=(T2-T1)*LSB+R。In this solution, the DTOF lidar has an outer cover, a processor on the PCB, and a memory. After starting to work, the laser transmitter starts to emit, and the TDC starts timing. After multiple emissions, a histogram will be formed. The histogram is stored in the receiving chip. The processor MCU Or the DSP starts to look for the first radar cover peak T1 through time-correlated single photon counting (TCSPC) technology, and stores and records it, and then searches for the peak T2 reflected by the target bit. The radius of the radar cover is R, and LSB is the minimum of the lidar TDC. resolution, so the actual distance of the target is obtained L=(T2-T1)*LSB+R.
具体的,雷达的外罩半径R是25mm,直方图峰值拟合找到两个峰值点位置是T1为100.0和T2为200.5,内部使用的TDC分辨率是100ps,其测距最小分辨率LSB就是0.5*100ps*300000000m/s=15mm,第一个峰值是雷达外罩的反射,第二个峰值是目标物的反射,这样目标物的实际距离就是L=(200.5-100.0)*15+25=1532.5mm,从而实现雷达的标定,得到正确的测距值,直方图拟合可以使用加权质心法,得到亚分辨率的直方图峰值位置,提高精度。Specifically, the radius R of the radar cover is 25mm, and the peak fitting of the histogram finds the positions of the two peak points. T1 is 100.0 and T2 is 200.5. The TDC resolution used internally is 100ps, and the minimum resolution LSB of the distance measurement is 0.5* 100ps*300000000m/s=15mm, the first peak is the reflection of the radar cover, and the second peak is the reflection of the target, so the actual distance of the target is L=(200.5-100.0)*15+25=1532.5mm, In order to realize the calibration of the radar and obtain the correct ranging value, the weighted centroid method can be used for the histogram fitting to obtain the sub-resolution histogram peak position and improve the accuracy.
在本实施例中,所述光子探测器为SiPM探测器、APD探测器、SPAD探测器中的一种。In this embodiment, the photon detector is one of SiPM detector, APD detector and SPAD detector.
如图5,一种DTOF激光雷达标定的系统,包括:激光发射器、处理器、光子探测器、时间数字转换器TDC和存储器,所述激光发射器、TDC和存储器与所述处理器连接,所述光子探测器连接TDC;As shown in Fig. 5, a kind of system of DTOF lidar calibration includes: laser emitter, processor, photon detector, time-to-digital converter TDC and memory, and described laser emitter, TDC and memory are connected with described processor, The photon detector is connected to the TDC;
所述处理器,用于控制激光发射器向目标物体周期性发射激光脉冲;所述处理器,还用于根据光子数和对应时间保存生成的直接飞行时间直方图,根据直方图进行寻峰操作,得到第一、二的峰值对应的光子飞行时间;The processor is used to control the laser transmitter to periodically emit laser pulses to the target object; the processor is also used to save the generated direct time-of-flight histogram according to the number of photons and corresponding time, and perform peak-seeking operations according to the histogram , get the photon flight time corresponding to the first and second peaks;
所述光子探测器,用于探测光子,所述光子来自所述目标物体所在的场景;The photon detector is used to detect photons, and the photons are from the scene where the target object is located;
所述TDC,用于记录所述光子探测器探测到的光子飞行时间;The TDC is used to record the time-of-flight of photons detected by the photon detector;
所述存储器,用于根据处理器的控制来保存光子的飞行时间。The memory is used to save the flight time of the photon according to the control of the processor.
一种计算机设备,包括存储器和处理器,存储器存储有计算机程序,所述处理器执行计算机程序时实现所述的DTOF激光雷达标定的方法。A computer device includes a memory and a processor, the memory stores a computer program, and the processor implements the DTOF laser radar calibration method when executing the computer program.
一种计算机可读存储介质,其上存储有计算机程序,所述计算机程序被处理器执行时实现所述的DTOF激光雷达标定的方法。A computer-readable storage medium, on which a computer program is stored, and when the computer program is executed by a processor, the described method for DTOF lidar calibration is realized.
以上所述的本发明的实施方式,并不构成对本发明保护范围的限定。任何在本发明的精神原则之内所作出的修改、等同替换和改进等,均应包含在本发明的权利要求保护范围之内。The embodiments of the present invention described above are not intended to limit the protection scope of the present invention. Any modifications, equivalent replacements and improvements made within the spirit and principle of the present invention shall be included in the protection scope of the claims of the present invention.
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Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN116660918A (en) * | 2023-04-21 | 2023-08-29 | 广州导远电子科技有限公司 | Distance measuring method, device, laser radar, electronic equipment and readable storage medium |
| CN117092623A (en) * | 2023-08-25 | 2023-11-21 | 南京邮电大学 | Method and system for reading peak value of multi-step histogram capable of being calibrated and applied to laser radar |
| CN121028107A (en) * | 2025-10-28 | 2025-11-28 | 武汉北极芯微电子有限公司 | Optical ranging methods and devices |
| EP4657114A1 (en) * | 2024-05-29 | 2025-12-03 | STMicroelectronics International N.V. | Long tail removal in direct time of flight returned pulse analysis |
Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112462387A (en) * | 2020-10-21 | 2021-03-09 | 天津大学 | Bionic compound eye type laser radar system and method |
| US20220099813A1 (en) * | 2020-09-28 | 2022-03-31 | Luminar, Llc | Lidar system with low-noise avalanche photodiode |
| CN216248313U (en) * | 2021-08-19 | 2022-04-08 | 深圳煜炜光学科技有限公司 | Self-calibration device of laser radar |
| CN216387362U (en) * | 2021-11-22 | 2022-04-26 | 深圳市不止技术有限公司 | Laser radar temperature compensation and distance calibration structure and laser radar |
| CN114942449A (en) * | 2022-05-06 | 2022-08-26 | 洛伦兹(宁波)科技有限公司 | Lidar receiving system, lidar and method for improving ranging intensity |
-
2023
- 2023-01-17 CN CN202310055825.2A patent/CN115951338A/en active Pending
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20220099813A1 (en) * | 2020-09-28 | 2022-03-31 | Luminar, Llc | Lidar system with low-noise avalanche photodiode |
| CN112462387A (en) * | 2020-10-21 | 2021-03-09 | 天津大学 | Bionic compound eye type laser radar system and method |
| CN216248313U (en) * | 2021-08-19 | 2022-04-08 | 深圳煜炜光学科技有限公司 | Self-calibration device of laser radar |
| CN216387362U (en) * | 2021-11-22 | 2022-04-26 | 深圳市不止技术有限公司 | Laser radar temperature compensation and distance calibration structure and laser radar |
| CN114942449A (en) * | 2022-05-06 | 2022-08-26 | 洛伦兹(宁波)科技有限公司 | Lidar receiving system, lidar and method for improving ranging intensity |
Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN116660918A (en) * | 2023-04-21 | 2023-08-29 | 广州导远电子科技有限公司 | Distance measuring method, device, laser radar, electronic equipment and readable storage medium |
| CN117092623A (en) * | 2023-08-25 | 2023-11-21 | 南京邮电大学 | Method and system for reading peak value of multi-step histogram capable of being calibrated and applied to laser radar |
| EP4657114A1 (en) * | 2024-05-29 | 2025-12-03 | STMicroelectronics International N.V. | Long tail removal in direct time of flight returned pulse analysis |
| CN121028107A (en) * | 2025-10-28 | 2025-11-28 | 武汉北极芯微电子有限公司 | Optical ranging methods and devices |
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